Response of different varieties of maize to nitrogen stress and diagnosis of leaf nitrogen using hyperspectral data

被引:0
|
作者
Yanli Lu
Xiaoyu Zhang
Yuezhi Cui
Yaru Chao
Guipei Song
Caie Nie
Lei Wang
机构
[1] Chinese Academy of Agricultural Sciences,State Key Laboratory of Efficient Utilization of Arid and Semi
[2] Inner Mongolia Agricultural University,Arid Arable Land in Northern China/Key Laboratory of Plant Nutrition and Fertilizer, Ministry of Agriculture and Rural Affairs/ Institute of Agricultural Resources and Regional Planning
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Spectral technology is theoretically effective in diagnosing N stress in maize (Zea mays L.), but its application is affected by varietal differences. In this study, the responses to N stress, leaf N spectral diagnostic models and the differences between two maize varieties were analysed. The variety “Jiyu 5817” exhibited a greater response to different N stresses at the 12-leaf stage (V12), while “Zhengdan 958” displayed a greater response in the silking stage (R1). Correlation analysis showed that the spectral bands more sensitive to leaf N content were 548–556 nm and 706–721 nm at the V12 stage in “Jiyu 5817” and 760–1142 nm at the R1 stage in “Zhengdan 958”. An N spectral diagnostic model that considers the varietal effect improves the model fit and root mean square error (RMSE) with respect to the model without it by 10.6% and 29.2%, respectively. It was concluded that the V12 stage for “Jiyu 5817” and the R1 stage for “Zhengdan 958” were the best diagnostic stages and were more sensitive to N stress, which can further guide fertilization decision-making in precision fertilization.
引用
收藏
相关论文
共 50 条
  • [1] Response of different varieties of maize to nitrogen stress and diagnosis of leaf nitrogen using hyperspectral data
    Lu, Yanli
    Zhang, Xiaoyu
    Cui, Yuezhi
    Chao, Yaru
    Song, Guipei
    Nie, Caie
    Wang, Lei
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [2] RESPONSE OF FODDER MAIZE VARIETIES TO DIFFERENT LEVELS OF NITROGEN
    PANDEY, JK
    TOMER, PS
    INDIAN JOURNAL OF AGRONOMY, 1989, 34 (04) : 426 - 427
  • [3] Inversion of maize leaf nitrogen using UAV hyperspectral imagery in breeding fields
    Cheng, Qiwen
    Wu, Bingsun
    Ye, Huichun
    Liang, Yongyi
    Che, Yingpu
    Guo, Anting
    Wang, Zixuan
    Tao, Zhiqiang
    Li, Wenwei
    Wang, Jingjing
    INTERNATIONAL JOURNAL OF AGRICULTURAL AND BIOLOGICAL ENGINEERING, 2024, 17 (03) : 144 - 155
  • [4] Nitrogen stress-induced alterations in the leaf proteome of two wheat varieties grown at different nitrogen levels
    Ruby Chandna
    Altaf Ahmad
    Physiology and Molecular Biology of Plants, 2015, 21 : 19 - 33
  • [5] Nitrogen stress-induced alterations in the leaf proteome of two wheat varieties grown at different nitrogen levels
    Chandna, Ruby
    Ahmad, Altaf
    PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS, 2015, 21 (01) : 19 - 33
  • [6] The response of grain yield and ear differentiation related traits to nitrogen levels in maize varieties with different nitrogen efficiency
    Baoxin Ma
    Junqiang Wang
    Yehui Han
    Chao Zhou
    Ting Xu
    Zhongcheng Qu
    Lida Wang
    Bo Ma
    Ming Yuan
    Lianxia Wang
    Xinying Ding
    Chunrong Qian
    Scientific Reports, 12
  • [7] The response of grain yield and ear differentiation related traits to nitrogen levels in maize varieties with different nitrogen efficiency
    Ma, Baoxin
    Wang, Junqiang
    Han, Yehui
    Zhou, Chao
    Xu, Ting
    Qu, Zhongcheng
    Wang, Lida
    Ma, Bo
    Yuan, Ming
    Wang, Lianxia
    Ding, Xinying
    Qian, Chunrong
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [8] Transcriptional regulation mechanism of wheat varieties with different nitrogen use efficiencies in response to nitrogen deficiency stress
    Hanxia Wang
    Qiaoyun Ma
    Fuhua Shan
    Liping Tian
    Jie Gong
    Wei Quan
    Weibing Yang
    Qiling Hou
    Fengting Zhang
    Shengquan Zhang
    BMC Genomics, 23
  • [9] Transcriptional regulation mechanism of wheat varieties with different nitrogen use efficiencies in response to nitrogen deficiency stress
    Wang, Hanxia
    Ma, Qiaoyun
    Shan, Fuhua
    Tian, Liping
    Gong, Jie
    Quan, Wei
    Yang, Weibing
    Hou, Qiling
    Zhang, Fengting
    Zhang, Shengquan
    BMC GENOMICS, 2022, 23 (01)
  • [10] Application of Vegetative Indices for Leaf Nitrogen Estimation in Sugarcane Using Hyperspectral Data
    Juliano Araújo Martins
    Peterson Ricardo Fiorio
    Carlos Augusto Alves Cardoso Silva
    José Alexandre Melo Demattê
    Pedro Paulo da Silva Barros
    Sugar Tech, 2024, 26 : 160 - 170